Cargando…
Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters
Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In t...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740931/ https://www.ncbi.nlm.nih.gov/pubmed/36502035 http://dx.doi.org/10.3390/s22239334 |
_version_ | 1784848190042800128 |
---|---|
author | Zhai, Chi Yang, Chunxi Na, Jing |
author_facet | Zhai, Chi Yang, Chunxi Na, Jing |
author_sort | Zhai, Chi |
collection | PubMed |
description | Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In this paper, the problem of an un-linearizable system related to system observation and control is addressed, and Andronov–Hopf bifurcation is taken as a typical example of an un-linearizable system and detailed. Firstly, the properties of a linear/linearized system is upon commented. Then, nonlinear degeneracy for the normal form of Andronov–Hopf bifurcation is analyzed, and it is deduced that the cubic terms are an integral part of the system. Afterwards, the theoretical study on feedback stabilization is conducted between the normal-form Andronov–Hopf bifurcation and its linearized counterpart, where stabilization using washout-filter-aided feedback is compared, and it is found that by synergistic controller design, the dual-conjugate-unstable eigenvalues can be stabilized by single stable washout filter. Finally, the high-dimensional ethanol fermentation model is taken as a case study to verify the proposed bifurcation control method. |
format | Online Article Text |
id | pubmed-9740931 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-97409312022-12-11 Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters Zhai, Chi Yang, Chunxi Na, Jing Sensors (Basel) Article Information fusion integrates aspects of data and knowledge mostly on the basis that system information is accumulative/distributive, but a subtle case emerges for a system with bifurcations, which is always un-linearizable and exacerbates information acquisition and presents a control problem. In this paper, the problem of an un-linearizable system related to system observation and control is addressed, and Andronov–Hopf bifurcation is taken as a typical example of an un-linearizable system and detailed. Firstly, the properties of a linear/linearized system is upon commented. Then, nonlinear degeneracy for the normal form of Andronov–Hopf bifurcation is analyzed, and it is deduced that the cubic terms are an integral part of the system. Afterwards, the theoretical study on feedback stabilization is conducted between the normal-form Andronov–Hopf bifurcation and its linearized counterpart, where stabilization using washout-filter-aided feedback is compared, and it is found that by synergistic controller design, the dual-conjugate-unstable eigenvalues can be stabilized by single stable washout filter. Finally, the high-dimensional ethanol fermentation model is taken as a case study to verify the proposed bifurcation control method. MDPI 2022-11-30 /pmc/articles/PMC9740931/ /pubmed/36502035 http://dx.doi.org/10.3390/s22239334 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zhai, Chi Yang, Chunxi Na, Jing Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title | Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title_full | Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title_fullStr | Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title_full_unstemmed | Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title_short | Bifurcation Control on the Un-Linearizable Dynamic System via Washout Filters |
title_sort | bifurcation control on the un-linearizable dynamic system via washout filters |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9740931/ https://www.ncbi.nlm.nih.gov/pubmed/36502035 http://dx.doi.org/10.3390/s22239334 |
work_keys_str_mv | AT zhaichi bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters AT yangchunxi bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters AT najing bifurcationcontrolontheunlinearizabledynamicsystemviawashoutfilters |